Safety assessment for seawall based on constrained maximum entropy projection pursuit model

被引:0
作者
Zhuguang Lan
Ming Huang
机构
[1] Hefei University of Technology,School of Civil Engineering
[2] Ministry of Education,Key Laboratory of Geological Hazards On Three Gorges Reservoir Area (China Three Gorges University)
来源
Natural Hazards | 2018年 / 91卷
关键词
Monitoring information; Projection pursuit; Constraint condition; Water cycle algorithm; Seawall safety assessment;
D O I
暂无
中图分类号
学科分类号
摘要
The safety of seawalls is crucial. A scientific and effective safety evaluation method for seawalls is an important measure to protect seawall safety. Based on the monitoring information, seepage pressure, tide level, and rainfall were taken as the safety assessment indexes of seawalls. The projection pursuit model was improved by taking the primary and secondary relations of the assessment indexes known in the professional field as constraints. The water cycle algorithm was used to solve the projection vector, and the weights of the safety assessment indexes of the seawalls were calculated using the improved projection pursuit model. The safety assessment method of seawalls was established by Fuzzy Theory. A method where the maximum membership degree principle was replaced by the comprehensive safety grade value was put forward to determine the seawall safety grade. The analysis of examples showed that the seawall safety assessment results of the constrained maximum entropy projection pursuit model conformed to the objective reality, and were more scientific and reasonable than the maximum entropy projection pursuit model and the analytical hierarchy process model.
引用
收藏
页码:1165 / 1178
页数:13
相关论文
共 102 条
[1]  
Chen T(2014)A hybrid fuzzy evaluation method for safety assessment of food-waste feed based on entropy and the analytic hierarchy process methods Expert Syst Appl 41 7328-7337
[2]  
Jin YY(2017)Assessment of phytotoxicity grade during composting based on EEM/PARAFAC combined with projection pursuit regression J Hazard Mater 326 10-17
[3]  
Qiu XP(2016)An interactive operation management of a micro-grid with multiple distributed generations using multi-objective uniform water cycle algorithm Energy 106 482-509
[4]  
Chen X(2012)Water cycle algorithm—a novel metaheuristic optimization method for solving constrained engineering optimization problems Comput Struct 110 151-166
[5]  
Cui HY(2016)Quantitative evaluation of A2O and reversed A2O processes for biological municipal wastewater treatment using a projection pursuit method Sep Purif Technol 166 164-170
[6]  
Zhao Y(1984)Jaynes’ principle and maximum entropy spectral estimation IEEE Trans Acoust Speech Signal Process 32 1176-1183
[7]  
Chen YN(1974)A projection pursuit algorithm for exploratory data analysis IEEE Trans Comput 23 881-890
[8]  
Zhang X(2009)Monitoring and analysis of Shanghai Pudong seawall performance J Perform Constr Fac 23 399-405
[9]  
Wang XQ(2012)Establishment of sea wall seepage pressure multi-point RBF monitoring model J Shanghai Jiao Tong Univ 46 1675-1679
[10]  
Lu Q(2016)Back analysis of permeability parameters under unsteady seepage of seawall J Shanghai Jiao Tong Univ 50 443-447